ekf2: add mag unit tests

This commit is contained in:
bresch 2022-12-29 16:21:17 +01:00 committed by Daniel Agar
parent 657bd6cf72
commit 3e4e5c991c
4 changed files with 136 additions and 0 deletions

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@ -51,6 +51,7 @@ px4_add_unit_gtest(SRC test_EKF_gnss_yaw_generated.cpp LINKLIBS ecl_EKF ecl_test
px4_add_unit_gtest(SRC test_EKF_height_fusion.cpp LINKLIBS ecl_EKF ecl_sensor_sim ecl_test_helper)
px4_add_unit_gtest(SRC test_EKF_imuSampling.cpp LINKLIBS ecl_EKF ecl_sensor_sim)
px4_add_unit_gtest(SRC test_EKF_initialization.cpp LINKLIBS ecl_EKF ecl_sensor_sim)
px4_add_unit_gtest(SRC test_EKF_mag.cpp LINKLIBS ecl_EKF ecl_sensor_sim)
px4_add_unit_gtest(SRC test_EKF_mag_3d_fusion_generated.cpp LINKLIBS ecl_EKF ecl_test_helper)
px4_add_unit_gtest(SRC test_EKF_mag_declination_generated.cpp LINKLIBS ecl_EKF ecl_test_helper)
px4_add_unit_gtest(SRC test_EKF_measurementSampling.cpp LINKLIBS ecl_EKF ecl_sensor_sim)

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@ -195,6 +195,11 @@ void EkfWrapper::setMagFuseTypeNone()
_ekf_params->mag_fusion_type = MagFuseType::NONE;
}
void EkfWrapper::enableMagStrengthCheck()
{
_ekf_params->check_mag_strength = 1;
}
bool EkfWrapper::isWindVelocityEstimated() const
{
return _ekf->control_status_flags().wind;

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@ -97,6 +97,7 @@ public:
bool isIntendingMagHeadingFusion() const;
bool isIntendingMag3DFusion() const;
void setMagFuseTypeNone();
void enableMagStrengthCheck();
bool isWindVelocityEstimated() const;

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@ -0,0 +1,129 @@
/****************************************************************************
*
* Copyright (c) 2023 ECL Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in
* the documentation and/or other materials provided with the
* distribution.
* 3. Neither the name PX4 nor the names of its contributors may be
* used to endorse or promote products derived from this software
* without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS
* OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED
* AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
* POSSIBILITY OF SUCH DAMAGE.
*
****************************************************************************/
/**
* Test the mag fusion
*/
#include <gtest/gtest.h>
#include "EKF/ekf.h"
#include "sensor_simulator/sensor_simulator.h"
#include "sensor_simulator/ekf_wrapper.h"
#include "test_helper/reset_logging_checker.h"
class EkfMagTest : public ::testing::Test
{
public:
EkfMagTest(): ::testing::Test(),
_ekf{std::make_shared<Ekf>()},
_sensor_simulator(_ekf),
_ekf_wrapper(_ekf) {};
std::shared_ptr<Ekf> _ekf;
SensorSimulator _sensor_simulator;
EkfWrapper _ekf_wrapper;
// Setup the Ekf with synthetic measurements
void SetUp() override
{
// run briefly to init, then manually set in air and at rest (default for a real vehicle)
_ekf->init(0);
_sensor_simulator.runSeconds(0.1);
_ekf->set_in_air_status(false);
_ekf->set_vehicle_at_rest(true);
}
const uint32_t _init_duration_s{4};
};
TEST_F(EkfMagTest, fusionStartWithReset)
{
// GIVEN: some meaningful mag data
const float mag_heading = M_PI_F / 3.f;
const Vector3f mag_data(0.2f * cosf(mag_heading), -0.2f * sinf(mag_heading), 0.4f);
_sensor_simulator._mag.setData(mag_data);
const int initial_quat_reset_counter = _ekf_wrapper.getQuaternionResetCounter();
_sensor_simulator.runSeconds(_init_duration_s);
// THEN: the fusion initializes using the mag data and runs normally
EXPECT_NEAR(_ekf_wrapper.getYawAngle(), mag_heading, radians(0.1f));
EXPECT_TRUE(_ekf_wrapper.isIntendingMagHeadingFusion());
EXPECT_FALSE(_ekf_wrapper.isIntendingMag3DFusion());
EXPECT_EQ(_ekf_wrapper.getQuaternionResetCounter(), initial_quat_reset_counter + 1);
}
TEST_F(EkfMagTest, noInitLargeStrength)
{
// GIVEN: a really large magnetic field
_ekf_wrapper.enableMagStrengthCheck();
const Vector3f mag_data(1.f, 1.f, 1.f);
_sensor_simulator._mag.setData(mag_data);
const int initial_quat_reset_counter = _ekf_wrapper.getQuaternionResetCounter();
_sensor_simulator.runSeconds(_init_duration_s);
// THEN: the fusion shouldn't start
EXPECT_FALSE(_ekf_wrapper.isIntendingMagHeadingFusion());
EXPECT_FALSE(_ekf_wrapper.isIntendingMag3DFusion());
EXPECT_EQ(0, (int) _ekf->control_status_flags().yaw_align);
EXPECT_EQ(_ekf_wrapper.getQuaternionResetCounter(), initial_quat_reset_counter);
}
TEST_F(EkfMagTest, suddenLargeStrength)
{
_ekf_wrapper.enableMagStrengthCheck();
// GIVEN: some meaningful mag data
const float mag_heading = -M_PI_F / 7.f;
Vector3f mag_data(0.2f * cosf(mag_heading), -0.2f * sinf(mag_heading), 0.4f);
_sensor_simulator._mag.setData(mag_data);
_sensor_simulator.runSeconds(_init_duration_s);
// THEN: the fusion initializes using the mag data and runs normally
EXPECT_NEAR(_ekf_wrapper.getYawAngle(), mag_heading, radians(0.1f));
EXPECT_TRUE(_ekf_wrapper.isIntendingMagHeadingFusion());
EXPECT_FALSE(_ekf_wrapper.isIntendingMag3DFusion());
// BUT WHEN: the mag field norm is suddenly too large
mag_data *= 5.f;
_sensor_simulator._mag.setData(mag_data);
_sensor_simulator.runSeconds(6.f);
// THEN: the mag fusion should stop after some time
EXPECT_FALSE(_ekf_wrapper.isIntendingMagHeadingFusion());
EXPECT_FALSE(_ekf_wrapper.isIntendingMag3DFusion());
}